v0.10.1

ReinforcementLearning v0.10.1

Diff since v0.10.0

Closed issues:

• Support compression? (#102)
• State monitoring and fault tolerance (#101)
• Add card game environments (#196)
• Add Discrete Batch-Constrained Deep Q-learning (#226)
• Add a dedicated multi-dimensional space type (#268)
• PyCall.getindex in module ReinforcementLearningEnvironments conflict warning (#527)
• device method definition overwritten (#530)
• StackFrames bug? (#551)
• Small performance improvement (#558)
• Infinite-recursion bug in function is_discrete_space when an object of type ClosedInterval is passed (#566)
• action_space not defined in tutorial (#569)
• Warning while precompiling RLCore due to kwargs (#575)
• Strange Bug with examples CartPoleEnv and RLBase.test_runnable!(RandomWalk1D) (#579)
• Difficulty Creating a Custom Environment (#581)
• Missing docs for how to implement a new algorithm (#582)
• Donation (#595)
• MultiThreadEnv with custom (continuous) action spaces fails (#596)
• PPOCartPole fails, source of error included (#605)
• Bug: Issue with TD3 for multi-dimensional action spaces (#624)
• ActionTransformedEnv doesn't transform legal_action_space_mask (#642)
• Bug: Previous example from RLZoo now has a bug (#643)

Merged pull requests:

• Fix rlexps (#525) (@findmyway)
• Bump rlenvs (#526) (@findmyway)
• close #527 (#528) (@bhatiaabhinav)
• docs: add bhatiaabhinav as a contributor for bug, code (#529) (@allcontributors[bot])
• Refine the doc and make minor changes of TabularApproximator (#532) (@ShuhuaGao)
• Fix bug in MaskedPPOTrajectory (#533) (@findmyway)
• bugfix with ZeroTo (#534) (@findmyway)
• Revert unexpected change in PPO (#535) (@findmyway)
• Fix 530 (#536) (@findmyway)
• Improves plotting for classical control experiments (#537) (@harwiltz)
• Fix rldatasets (#538) (@findmyway)
• docs: add harwiltz as a contributor for code, doc (#539) (@allcontributors[bot])
• Bump version (#540) (@findmyway)
• fix RLIntro#63 (#541) (@findmyway)
• fix RLIntro#64 (#542) (@findmyway)
• Added a continuous option for CartPoleEnv (#543) (@dylan-asmar)
• docs: add dylan-asmar as a contributor for code (#544) (@allcontributors[bot])
• Bump version (#545) (@findmyway)
• Fix bug in cart pole float32 (#547) (@findmyway)
• Update links to RLIntro (#548) (@findmyway)
• Make experiments GPU compatible (#549) (@findmyway)
• Add compat (#550) (@findmyway)
• Bugfix with cart pole env (#552) (@findmyway)
• make bc gpu compatable (#553) (@findmyway)
• docs: add andreyzhitnikov as a contributor for bug (#554) (@allcontributors[bot])
• Small typo (#555) (@kir0ul)
• docs: add kir0ul as a contributor for doc (#556) (@allcontributors[bot])
• Fix/rand dummy action (#559) (@mo8it)
• Fix warning about kwargs.data (#560) (@mo8it)
• docs: add Mo8it as a contributor for code (#561) (@allcontributors[bot])
• Fix dummy action for continuous action spaces (#562) (@mo8it)
• Fix/rand interval (#563) (@mo8it)
• Remove unneeded method (#564) (@mo8it)
• Fix typo in ospp_final_term_report_210370741/index.md (#565) (@eltociear)
• Fix 566 (#567) (@findmyway)
• Fix documentation for environments (#570) (@blegat)
• docs: add blegat as a contributor for doc (#571) (@allcontributors[bot])
• fix #569 (#573) (@findmyway)
• CompatHelper: bump compat for "ArrayInterface" to "4" for package ReinforcementLearningCore (#574) (@github-actions[bot])
• bump version of RLCore and RLZoo (#576) (@findmyway)
• Update EpsilonGreedyExplorer example (#577) (@kir0ul)
• CompatHelper: bump compat for "FillArrays" to "0.13" for package ReinforcementLearningCore (#583) (@github-actions[bot])
• Default qnetwork initializer (#586) (@HenriDeh)
• docs: add HenriDeh as a contributor for code, doc (#587) (@allcontributors[bot])
• using act_limit parameter in target_actor (#588) (@NPLawrence)
• docs: add NPLawrence as a contributor for code (#589) (@allcontributors[bot])
• CompatHelper: bump compat for "ArrayInterface" to "5" for package ReinforcementLearningCore (#590) (@github-actions[bot])
• Fix documentation typo (#591) (@kir0ul)
• Fixing and generalizing GaussianNetwork (#592) (@HenriDeh)
• Fix typos in docs (#593) (@bileamScheuvens)
• docs: add bileamScheuvens as a contributor for doc (#594) (@allcontributors[bot])
• Add CovGaussianNetwork to work with covariance (#597) (@HenriDeh)
• Fixing Gaussian Network gradient (#598) (@HenriDeh)
• Update Supporting (#599) (@findmyway)
• docs: add harwiltz as a contributor for bug (#601) (@allcontributors[bot])
• Rewrite initialization of StackFrames (#602) (@findmyway)
• fix test logdetLorU with Float64 (#603) (@HenriDeh)
• fix #605 (#606) (@findmyway)
• docs: add jarbus as a contributor for bug (#607) (@allcontributors[bot])
• Add a reward normalizer (#609) (@HenriDeh)
• cspell add Optimise (#622) (@HenriDeh)
• write doc (#627) (@HenriDeh)
• fix #624 (#628) (@findmyway)
• docs: add tyleringebrand as a contributor for bug (#629) (@allcontributors[bot])
• Update How_to_implement_a_new_algorithm.md (#630) (@HenriDeh)
• add a new notebook (#631) (@findmyway)
• created fallback implementation for legal_action_space_mask (#644) (@baedan)
• update node version (#645) (@findmyway)
• docs: add baedan as a contributor for code (#646) (@allcontributors[bot])
• Tag the latest code as v0.10.1 (#647) (@findmyway)